Semi-parametric estimation of a stationary, non-necessary causal AR(p) process with infinite variance

Abstract

We study the estimation problem of the parameter of a stationary AR(p) process with infinite variance when there is no assumption on the causality of the model. We propose consistent estimates. In the causal case, we obtain a speed of convergence.stable process autoregressive scheme non-causal model